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Question

Every bounded sequence has a cluster point; then this theorem is known as:

The correct answer is

Bolzano-weierstrass theorem

Understanding Sequences and Cluster Points

In mathematics, particularly in real analysis, we often study sequences of numbers. A sequence is simply an ordered list of numbers, typically extending infinitely, like ${x_1, x_2, x_3, \dots}$.

A bounded sequence is a sequence where all the terms are contained within a certain range. This means there exists some real number $M$ such that the absolute value of every term in the sequence is less than or equal to $M$, i.e., $|x_n| \le M$ for all $n$. In other words, the sequence is bounded above and bounded below.

A cluster point (also known as a limit point or accumulation point) of a sequence is a value that the sequence gets arbitrarily close to infinitely often. More formally, a number $L$ is a cluster point of a sequence ${x_n}$ if, for every $\epsilon > 0$, there are infinitely many terms $x_n$ such that $|x_n - L| < \epsilon$. A sequence can have one cluster point, multiple cluster points, or no cluster points.

The Bolzano-Weierstrass Theorem

A fundamental result in real analysis connects the concepts of boundedness and cluster points. This theorem states that every bounded sequence in $\mathbb{R}^n$ (and specifically, in $\mathbb{R}$) has at least one cluster point. For a sequence of real numbers, this means if the sequence is bounded, there must be some point around which infinitely many terms of the sequence gather. This important statement is known as the Bolzano-Weierstrass theorem.

The Bolzano-Weierstrass theorem is a cornerstone for proving many other results in analysis, such as the Heine-Borel theorem and the fact that closed and bounded sets in $\mathbb{R}^n$ are compact.

Examining Other Options

Let's look at the other options provided to understand why the Bolzano-Weierstrass theorem is the correct answer:

  • Cauchy's theorem: There are several theorems named after Cauchy. In sequences, a Cauchy sequence is one where the terms become arbitrarily close to each other as the sequence progresses. Cauchy's convergence criterion states that a sequence in $\mathbb{R}$ converges (i.e., has a limit) if and only if it is a Cauchy sequence. While related to convergence and sequences, it doesn't directly state that every bounded sequence has a cluster point.
  • Weierstrass theorem: Like Cauchy, Weierstrass has several theorems named after him. Examples include the Extreme Value Theorem (a continuous function on a closed interval attains its max/min) or the Weierstrass Approximation Theorem (continuous functions on a closed interval can be uniformly approximated by polynomials). These theorems are typically about properties of functions or specific sets, not directly about the existence of cluster points for all bounded sequences. The key result concerning bounded sequences and cluster points is specifically the Bolzano-Weierstrass theorem.

Based on the statement that every bounded sequence has a cluster point, the theorem being referred to is the Bolzano-Weierstrass theorem.

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Important Questions from Generating Functions

  1. The recurrence T(n) = 2T(n - 1) + n, for n ≥ 2 and T(1) = 1 evaluates to

  2. In an experiment, positive and negative values are equally likely to occur. The probability of obtaining at most one negative value in five trials is

  3. ______ is a machine that converts mechanical energy into electrical energy.

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